SOTAVerified

Stock Market Prediction

Papers

Showing 5160 of 104 papers

TitleStatusHype
An Experiment in Integrating Sentiment Features for Tech Stock Prediction in Twitter0
A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments0
A Novel Distributed Representation of News (DRNews) for Stock Market Predictions0
Application of Deep Q-Network in Portfolio Management0
Ascertaining price formation in cryptocurrency markets with DeepLearning0
Boosting the Accuracy of Stock Market Prediction via Multi-Layer Hybrid MTL Structure0
Classi-Fly: Inferring Aircraft Categories from Open Data using Machine Learning0
CNNPred: CNN-based stock market prediction using several data sources0
Collective Opinion Target Extraction in Chinese Microblogs0
Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRL&SDPG&FactorsAccuray75.4Unverified
2SDPG&FactorsAccuray73.12Unverified
3SRL&FactorsAccuray69.48Unverified
4Chinese Pert Large (News+Factors)Accuray67.37Unverified
5SRLAccuray66.89Unverified
6Chinese Lert Large (News+Factors)Accuray66.36Unverified
7SRL&SDPGAccuray66.1Unverified
8Chinese Pert Large (News)Accuray65.09Unverified
9Chinese Lert Large (News)Accuray64.37Unverified
10Factos OnlyAccuray63.74Unverified
#ModelMetricClaimedVerifiedStatus
1HOTF10.72Unverified
2MAN-SFF10.61Unverified
3StockNetF10.58Unverified
4Adversarial LSTMF10.57Unverified
5HATSF10.56Unverified
#ModelMetricClaimedVerifiedStatus
1LSTMAverage daily returns0.64Unverified